Evidence map›Paper›PMID 39202356›Full record

ArticleGenes2024

Optimizing Genomic Parental Selection for Categorical and Continuous-Categorical Multi-Trait Mixtures.

Bartolo de Jesús Villar-Hernández, Paulino Pérez-Rodríguez, Paolo Vitale, Guillermo Gerard, Osval A Montesinos-Lopez, Carolina Saint Pierre, José Crossa, Susanne Dreisigacker

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Genes, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Bartolo de Jesús Villar-HernándezInternational Maize and Wheat Improvement Center (CIMMYT), Km 45, Carretera México-Veracruz, Texcoco CP 52640, Estado de México, Mexico.
Paulino Pérez-RodríguezColegio de Postgraduados, Montecillos CP 56230, Estado de México, Mexico.
Paolo VitaleInternational Maize and Wheat Improvement Center (CIMMYT), Km 45, Carretera México-Veracruz, Texcoco CP 52640, Estado de México, Mexico.ORCID 0000-0002-4353-5828
Guillermo GerardInternational Maize and Wheat Improvement Center (CIMMYT), Km 45, Carretera México-Veracruz, Texcoco CP 52640, Estado de México, Mexico.
Osval A Montesinos-LopezFacultad de Telemática, Universidad de Colima, Colima 28040, Estado de México, Mexico.
Carolina Saint PierreInternational Maize and Wheat Improvement Center (CIMMYT), Km 45, Carretera México-Veracruz, Texcoco CP 52640, Estado de México, Mexico.ORCID 0000-0003-1291-7468
José CrossaInternational Maize and Wheat Improvement Center (CIMMYT), Km 45, Carretera México-Veracruz, Texcoco CP 52640, Estado de México, Mexico.
Susanne DreisigackerInternational Maize and Wheat Improvement Center (CIMMYT), Km 45, Carretera México-Veracruz, Texcoco CP 52640, Estado de México, Mexico.ORCID 0000-0002-3546-5989

Funding

bill and melinda gates foundation [INV-003439, BMGF/FCDO, Accelerating Genetic Gains in Maize and Wheat for Improved Livelihoods (AG2MW)]Gates Foundation INV-003439
6 · The paper itself

Abstract

This study presents a novel approach for the optimization of genomic parental selection in breeding programs involving categorical and continuous-categorical multi-trait mixtures (CMs and CCMMs). Utilizing the Bayesian decision theory (BDT) and latent trait models within a multivariate normal distribution framework, we address the complexities of selecting new parental lines across ordinal and continuous traits for breeding. Our methodology enhances precision and flexibility in genetic selection, validated through extensive simulations. This unified approach presents significant potential for the advancement of genetic improvements in diverse breeding contexts, underscoring the importance of integrating both categorical and continuous traits in genomic selection frameworks.

Indexed as

Bayes TheoremModels, GeneticSelection, GeneticBreedingGenomicsPhenotypePlant BreedingQuantitative Trait LociBayesian decision theorycategorical traitscontinuous traitsgenomic parental selectiongenomic predictionmixture traits

Identifiers

PMID39202356
PMCPMC11353433

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.